torch/demos

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Created over 13 years ago
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torch/demos

torch

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Demos and tutorials around Torch7.

Demos & Turorials for Torch7.

All the demos/tutorials provided in this repo require Torch7 to be installed, as well as some extra (3rd-party) packages.

Install

Torch7

Follow instructions on: Torch7's homepage.

3rd-party packages

Different demos/tutorials rely on different 3rd-party packages. If a demo crashes because it can't find a package then simply try to install it using luarocks:

$ luarocks install image    # an image library for Torch7
$ luarocks install nnx      # lots of extra neural-net modules
$ luarocks install camera   # a camera interface for Linux/MacOS
$ luarocks install ffmpeg   # a video decoder for most formats
$ ...

A complete list of packages can be obtained by doing:

$ luarocks list

or checking out this page.

Tutorials

https://github.com/torch/tutorials

Credits

These demos were slowly put together by: Clement Farabet & Roy Lowrance and e-lab

torch7

http://torch.ch

nn

tutorials

A series of machine learning tutorials for Torch7

Jupyter Notebook

distro

Torch installation in a self-contained folder

cutorch

A CUDA backend for Torch7

nngraph

Graph Computation for nn

threads

Threads for Lua and LuaJIT. Transparent exchange of data between threads is allowed thanks to torch serialization.

DEPRECEATED-torch7-distro

Torch7: state-of-the-art machine learning algorithms

cunn

image

An Image toolbox for Torch.

qtlua

Lua interface to QT library

optim

A numeric optimization package for Torch.

luajit-rocks

LuaJIT and luarocks in one location

trepl

A pure Lua-based, lightweight REPL for Torch.

tds

Torch C data structures

xlua

A set of useful functions to extend Lua (string, table, ...).

torch.github.io

Torch's web page.

ezinstall

One-line install scripts for Torch.

rocks

Rocks for torch

class

Oriented Object Programming for Lua

rnn

Torch recurrent neural networks

gnuplot

TH

Standalone C TH library

argcheck

A powerful (and blazing fast) argument checker and function overloading system for Lua or LuaJIT

paths

senna

NLP SENNA (http://ml.nec-labs.com/senna) interface to LuaJIT

sdl2-ffi

A LuaJIT interface to SDL2

graph

Graph package for Torch

cwrap

xt

torch TH/THC c++11 wrapper

sys

A system utility package for Torch.

ffi

FFI bindings for Torch7. Allows LuaJIT-speed access to Tensors and Storages.

sundown-ffi

A LuaJIT interface to the Sundown library (a Markdown implementation)

qttorch

hash

Hashing functions for Torch7

cairo-ffi

LuaJIT FFI interface to Cairo Graphics

luarocks-mirror

because luarocks.org is not completely reliable!

dok

rational

rational numbers for lua

socketfile

adds file-over-sockets support for torch

env

Sets up default torch environment

vector

testme

Unit Testing for Torch.